{"id":"W4408343784","doi":"10.3390/curroncol32030161","title":"Real-Life Efficacy of Palbociclib and Ribociclib in Advanced Breast Cancer","year":2025,"lang":"en","type":"article","venue":"Current Oncology","topic":"Advanced Breast Cancer Therapies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Palbociclib; Fulvestrant; Medicine; Letrozole; Metastatic breast cancer; Internal medicine; Oncology; Progression-free survival; Breast cancer; Cancer; Population; Overall survival; Estrogen receptor; Tamoxifen","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001374554,0.0001703124,0.0006207582,0.0002125979,0.00002936676,0.000002811609,0.00009344061,0.0001134239,0.0001072552],"category_scores_gemma":[0.0001038018,0.0001543765,0.00006117939,0.000399917,0.0002673537,0.00007012205,0.00008180184,0.0002894487,0.000002778475],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003371616,"about_ca_system_score_gemma":0.0005669882,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009923743,"about_ca_topic_score_gemma":0.0001288052,"domain_scores_codex":[0.9987521,0.00007168866,0.0004199685,0.0003405587,0.0001177661,0.0002979462],"domain_scores_gemma":[0.9991376,0.0002248568,0.0001522134,0.0002435195,0.0001221445,0.0001196121],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.002185457,0.0005928513,0.3415755,0.0003337337,0.00007065082,0.00000870849,0.000461317,0.0000317775,0.004391369,0.001437228,0.000179305,0.6487321],"study_design_scores_gemma":[0.01170602,0.0001834102,0.9469931,0.0006643148,0.00008730658,0.00002276004,0.0003018859,0.00009956079,0.0005386759,0.0004430027,0.0388265,0.0001335244],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9831471,0.01023896,0.0001372546,0.003770179,0.0007718526,0.0004893866,0.00003947681,0.00004859375,0.001357164],"genre_scores_gemma":[0.9946129,0.004320359,0.0003626404,0.0002839452,0.0001198427,0.0001136717,0.00001249298,0.0000180004,0.0001561421],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6485986,"threshold_uncertainty_score":0.6295292,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05340340222968545,"score_gpt":0.4452551598341567,"score_spread":0.3918517576044713,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}